Jacobi Strategies Launches New Framework to Scale Investment AI from Prototype to Production

Streamlining Investment AI Workflows

Jacobi Strategies has announced the release of the Jacobi Investment Management Harness, a platform designed to assist institutional investment teams in transitioning proprietary artificial intelligence models from experimental prototypes to functional production environments. The company identifies a common bottleneck in the financial sector: while AI has significantly accelerated the ideation and prototyping phase, many firms struggle to move these models into secure, auditable, and scalable production workflows.

Core Components of the Harness

The platform integrates existing Jacobi technologies with new infrastructure, organized into four primary layers:

• Foundation Multi-Asset Platform: Provides portfolio construction, risk analytics, and embedded AI agents tailored to specific firm processes.
• AI Workbench: Offers a governed environment where teams can develop models while remaining connected to live portfolio data.
• Production Infrastructure: Focuses on private deployments, API governance, and audit trails to ensure models are deterministic and compliant with regulatory requirements.
• Forward Deployed Engineering: Utilizes technical experts to partner with internal investment teams to build and deploy systems, ultimately handing control back to the client for independent operation.

Addressing Technical Debt

According to Tony Mackenzie, Co-Founder and CEO of Jacobi Strategies, the primary challenge for many firms is the "distance" between an initial investment idea and its actual implementation in client portfolios, often complicated by technical debt and complex governance requirements. By providing a structured framework, Jacobi aims to enable firms to maintain ownership of their intellectual property while utilizing secure, private deployments that accommodate custom code, data, and analytics.

Verification and Access

Interested parties can verify the availability and technical specifications of this platform through the official Jacobi Strategies website. The firm, founded in 2014, specializes in multi-asset investment technology for global asset managers, pension funds, and investment consultants.